Predicting Stocks, RL Portolio Managament, and Automated Trading

✓ Make code which can investigate the parameter space of window size, batch size and etc. ✓ Preprocess Stock data better - Investigate fractionally differentiate sequentially price data

• Make script which can change how data is preprocessed prior to learning, and then reconverting back to normal price values
• Make code to download min-by-min stock data from yfinance and add to exisiting .csv file
• Run code off of .csv's rather than yfinance
• Make code that can analyze multiple stocks as an input to predict a single stock
• Make code which incorporates statistical information in analysis of stocks

• Write RL Portfolio Management Network
• Run All Code on Google Cloud

• Automate Trading Decisions, maybe Threshold Amount Necessitates Human Intervention?
• Automate Broad Analysis, with Daily (Hourly?) Report of Stocks to Watch
• Incorporate Data from Other Sources, Look into More Advanced Deep Learning Models
• Build in-House Compute to Run Code On